Mobility Patterns Big Data and Transport Analytics

Written By Constantinos Antoniou
Mobility Patterns  Big Data and Transport Analytics
  • Publsiher : Elsevier
  • Release : 27 November 2018
  • ISBN : 0128129719
  • Pages : 452 pages
  • Rating : /5 from reviews
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Download or read book entitled Mobility Patterns Big Data and Transport Analytics by author: Constantinos Antoniou which was release on 27 November 2018 and published by Elsevier with total page 452 pages . This book available in PDF, EPUB and Kindle Format. Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications and transportation systems analysis that are related to complex processes and phenomena. This book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques. The book covers in detail, mobility ‘structural’ analysis (and its dynamics), the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications, and transportation systems analysis related to complex processes and phenomena. The book bridges the gap between big data, data science, and Transportation Systems Analysis with a study of big data’s impact on mobility, and an introduction to the tools necessary to apply new techniques. Guides readers through the paradigm-shifting opportunities and challenges of handling Big Data in transportation modeling and analytics Covers current analytical innovations focused on capturing, predicting, visualizing, and controlling mobility patterns, while discussing future trends Delivers an introduction to transportation-related information advances, providing a benchmark reference by world-leading experts in the field Captures and manages mobility patterns, covering multiple purposes and alternative transport modes, in a multi-disciplinary approach Companion website features videos showing the analyses performed, as well as test codes and data-sets, allowing readers to recreate the presented analyses and apply the highlighted techniques to their own data

Mobility Patterns Big Data and Transport Analytics

Mobility Patterns  Big Data and Transport Analytics
  • Author : Constantinos Antoniou,Loukas Dimitriou,Francisco Pereira
  • Publisher : Elsevier
  • Release Date : 2018-11-27
  • Total pages : 452
  • ISBN : 0128129719
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Summary : Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, ...

Data Analytics Paving the Way to Sustainable Urban Mobility

Data Analytics  Paving the Way to Sustainable Urban Mobility
  • Author : Eftihia G. Nathanail,Ioannis D. Karakikes
  • Publisher : Springer
  • Release Date : 2018-12-11
  • Total pages : 868
  • ISBN : 0128129719
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Summary : This book aims at showing how big data sources and data analytics can play an important role in sustainable mobility. It is especially intended to provide academicians, researchers, practitioners and decision makers with a snapshot of methods that can be effectively used to improve urban mobility. The different chapters, which ...

Demand for Emerging Transportation Systems

Demand for Emerging Transportation Systems
  • Author : Constantinos Antoniou,Dimitrios Efthymiou,Emmanouil Chaniotakis
  • Publisher : Elsevier
  • Release Date : 2019-12-02
  • Total pages : 312
  • ISBN : 0128129719
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Summary : Demand for Emerging Transportation Systems: Modeling Adoption, Satisfaction, and Mobility Patterns comprehensively examines the concepts and factors affecting user quality-of-service satisfaction. The book provides an introduction to the latest trends in transportation, followed by a critical review of factors affecting traditional and emerging transportation system adoption rates and user retention. ...

Transportation Analytics in the Era of Big Data

Transportation Analytics in the Era of Big Data
  • Author : Satish V. Ukkusuri,Chao Yang
  • Publisher : Springer
  • Release Date : 2018-07-28
  • Total pages : 234
  • ISBN : 0128129719
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Summary : This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a multidisciplinary perspective to big data science in urban ...

Big Data Analytics for Time Critical Mobility Forecasting

Big Data Analytics for Time Critical Mobility Forecasting
  • Author : George A. Vouros,Gennady Andrienko,Christos Doulkeridis,Nikolaos Pelekis,Alexander Artikis,Anne-Laure Jousselme,Cyril Ray,Jose Manuel Cordero,David Scarlatti
  • Publisher : Springer Nature
  • Release Date : 2020-06-23
  • Total pages : 361
  • ISBN : 0128129719
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Summary : This book provides detailed descriptions of big data solutions for activity detection and forecasting of very large numbers of moving entities spread across large geographical areas. It presents state-of-the-art methods for processing, managing, detecting and predicting trajectories and important events related to moving entities, together with advanced visual analytics methods, ...

Data Driven Solutions to Transportation Problems

Data Driven Solutions to Transportation Problems
  • Author : Yinhai Wang,Ziqiang Zeng
  • Publisher : Elsevier
  • Release Date : 2018-12-04
  • Total pages : 299
  • ISBN : 0128129719
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Summary : Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in ...

Highlighting the Importance of Big Data Management and Analysis for Various Applications

Highlighting the Importance of Big Data Management and Analysis for Various Applications
  • Author : Mohammad Moshirpour,Behrouz Far,Reda Alhajj
  • Publisher : Springer
  • Release Date : 2017-08-22
  • Total pages : 168
  • ISBN : 0128129719
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Summary : This book addresses the impacts of various types of services such as infrastructure, platforms, software, and business processes that cloud computing and Big Data have introduced into business. Featuring chapters which discuss effective and efficient approaches in dealing with the inherent complexity and increasing demands in data science, a variety ...

Big Data Applications in Geography and Planning

Big Data Applications in Geography and Planning
  • Author : Mark Birkin,Graham Clarke,Jonathan Corcoran,Robert Stimson
  • Publisher : Edward Elgar Publishing
  • Release Date : 2021-05-28
  • Total pages : 288
  • ISBN : 0128129719
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Summary : This unique book demonstrates the utility of big data approaches in human geography and planning. Offering a carefully curated selection of case studies, it reveals how researchers are accessing big data, what this data looks like and how such data can offer new and important insights and knowledge....

Transportation and Information

Transportation and Information
  • Author : Piyushimita Vonu Thakuriah,D. Glenn Geers
  • Publisher : Springer
  • Release Date : 2013-06-18
  • Total pages : 127
  • ISBN : 0128129719
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Summary : Transformations in wireless connectivity and location-aware technologies hold the promise of bringing a sea-change in the way transportation information is generated and used in the future. Sensors in the transportation system, when integrated with those in other sectors (for example, energy, utility and health) have the potential to foster novel ...

Trends and Innovations in Information Systems and Technologies

Trends and Innovations in Information Systems and Technologies
  • Author : Álvaro Rocha,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo,Irena Orovic,Fernando Moreira
  • Publisher : Springer Nature
  • Release Date : 2020-07-26
  • Total pages : 842
  • ISBN : 0128129719
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Summary : This book gathers selected papers presented at the 2020 World Conference on Information Systems and Technologies (WorldCIST’20), held in Budva, Montenegro, from April 7 to 10, 2020. WorldCIST provides a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences with and challenges regarding various aspects ...

Planning Support Science for Smarter Urban Futures

Planning Support Science for Smarter Urban Futures
  • Author : Stan Geertman,Andrew Allan,Chris Pettit,John Stillwell
  • Publisher : Springer
  • Release Date : 2017-06-19
  • Total pages : 599
  • ISBN : 0128129719
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Summary : This book offers a selection of the best articles presented at the CUPUM (Computers in Urban Planning and Urban Management) Conference, held in the second week of July 2017 at the University of South Australia in Adelaide. It provides a state-of-the-art overview of the availability and application of planning support systems (...

Seeing Cities Through Big Data

Seeing Cities Through Big Data
  • Author : Piyushimita (Vonu) Thakuriah,Nebiyou Tilahun,Moira Zellner
  • Publisher : Springer
  • Release Date : 2016-10-07
  • Total pages : 559
  • ISBN : 0128129719
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Summary : This book introduces the latest thinking on the use of Big Data in the context of urban systems, including research and insights on human behavior, urban dynamics, resource use, sustainability and spatial disparities, where it promises improved planning, management and governance in the urban sectors (e.g., transportation, energy, smart ...

Reliability and Statistics in Transportation and Communication

Reliability and Statistics in Transportation and Communication
  • Author : Igor Kabashkin,Irina Yatskiv,Olegas Prentkovskis
  • Publisher : Springer
  • Release Date : 2018-01-23
  • Total pages : 680
  • ISBN : 0128129719
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Summary : This book reports on cutting-edge theories and methods for analyzing complex systems, such as transportation and communication networks and discusses multi-disciplinary approaches to dependability problems encountered when dealing with complex systems in practice. The book presents the most noteworthy methods and results discussed at the International Conference on Reliability and ...

Spatial Synthesis

Spatial Synthesis
  • Author : Xinyue Ye,Hui Lin
  • Publisher : Springer Nature
  • Release Date : 2020-11-30
  • Total pages : 454
  • ISBN : 0128129719
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Summary : This book describes how powerful computing technology, emerging big and open data sources, and theoretical perspectives on spatial synthesis have revolutionized the way in which we investigate social sciences and humanities. It summarizes the principles and applications of human-centered computing and spatial social science and humanities research, thereby providing fundamental ...

Trends and Applications in Information Systems and Technologies

Trends and Applications in Information Systems and Technologies
  • Author : Álvaro Rocha
  • Publisher : Springer Nature
  • Release Date : 2021-05-13
  • Total pages : 212
  • ISBN : 0128129719
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Summary : Read online Trends and Applications in Information Systems and Technologies written by Álvaro Rocha, published by Springer Nature which was released on . Download full Trends and Applications in Information Systems and Technologies Books now! Available in PDF, ePub and Kindle....